# Decide whether a page is YMYL and which blocks fire

Judges: A page's topic, claims, and vertical. Questions: noul:affects\_health\_finance\_safety; choice:block\_set - author\_bio, medical\_review, why\_trust, key\_takeaways, glossary, references, currency\_stamps; score:claim\_density - low \(1\) to high \(5\). Action: Code fires the always-on

Grade: S — Top tier. Meets A, and the payoff is major with high confidence.. Score: 5.18.

Vertical: Agencies, media & creators.

Function: SEO & AI search.

Status: Idea.

Volume: routine.

Value: major.

Risk: high.

Evidence: null.

Flags: human-review.

- [Vertical](/verticals/agency_media_creator/)
- [Function](/functions/seo_ai_search/)
- [SEO-focused compression ratio spam detection](/use-cases/seo-focused-compression-ratio-spam-detection/)
- [Affiliate vs editorial link source classification](/use-cases/affiliate-vs-editorial-link-source-classification/)
- [Content republish freshness signal](/use-cases/content-republish-freshness-signal/)
- [Triage backlink prospects for relevance](/use-cases/triage-backlink-prospects-for-relevance/)
- [Keyword difficulty prediction model](/use-cases/keyword-difficulty-prediction-model/)
- [Content decay refresh priority](/use-cases/content-decay-refresh-priority/)